"data mixture optimization" Papers

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Nemotron-CLIMB: Clustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Shizhe Diao, Yu Yang, Yonggan Fu et al.

NeurIPS 2025spotlightarXiv:2504.13161
19
citations

RegMix: Data Mixture as Regression for Language Model Pre-training

Qian Liu, Xiaosen Zheng, Niklas Muennighoff et al.

ICLR 2025posterarXiv:2407.01492
99
citations

Data Engineering for Scaling Language Models to 128K Context

Yao Fu, Rameswar Panda, Xinyao Niu et al.

ICML 2024poster